Understand Prediction Markets. Make Better Decisions.

Learn how prediction markets work, how probabilities are priced, how to research real-world events, and how to choose the right tools for the job.

Prediction Virus 2027 is an independent educational resource for understanding prediction markets and using them in practice. Start with the fundamentals, learn how to analyze markets, then explore platforms and tools when they become relevant to your goal.

Start Learning Explore Market Analysis

New to Prediction Markets? Start Here.

1. Understand

Learn what prediction markets are, how market prices relate to probabilities, and how event contracts work.

2. Analyze

Learn how to research events, estimate probabilities, identify disagreement with the market, and manage uncertainty.

3. Practice

See how real prediction-market platforms differ and how platform choice depends on what you want to do.

Choose Your Path

Learn Prediction Markets

Mechanics, probabilities, terminology, settlement, liquidity, and risks.

Analyze Markets

Research events, estimate probabilities, look for market disagreement, and improve your decision process.

Explore Platforms

Understand how platforms differ before deciding whether one fits your location, goals, and workflow.

Use Prediction Markets in Practice

Move from understanding a question to evaluating a market and deciding what practical action makes sense.

From Question to Market

  1. Start with a real-world question. Define what event you are trying to understand.
  2. Read the market rules. Know exactly what outcome resolves the market.
  3. Estimate the probability yourself. Separate your analysis from the current market price.
  4. Compare your estimate with the market. Look for meaningful disagreement, not just intuition.
  5. Evaluate risk and uncertainty. Consider liquidity, resolution rules, information quality, and what could make your estimate wrong.
  6. Choose an appropriate platform or tool. Use technology only when it supports the task you are actually trying to perform.

Featured Guides

Prediction Markets for Beginners

Start here to understand probabilities, event contracts, platforms, risks, and the basic mechanics of prediction markets.

Event Trading Guide

Go deeper into probability estimates, research, finding potential edge, and disciplined decision-making.

Polymarket vs Kalshi

Compare two major approaches to event markets and understand why the right platform depends on context.

Election Markets

Explore how political prediction markets aggregate information and where their signals can fail.

Sports Betting vs Prediction Markets

Understand the structural differences between betting products and prediction-market contracts.

Platforms and Tools

Different tasks require different platforms and tools. Learn what each one does before deciding whether it belongs in your workflow.

Polymarket

Learn how a crypto-native prediction market works and how it differs from other event-market models.

Kalshi

Learn how regulated event contracts differ in structure, access, and market environment.

Pulse Platform

Explore additional capabilities and tools that may support specific prediction-market workflows.

Tools follow the task. A platform should not be the starting point of your learning journey. First understand the question and the market; then decide which platform or tool is appropriate.

Risk & Reality

Prediction markets are not certainty.

Markets can be wrong. Your own estimates can be wrong. Liquidity, market structure, resolution rules, regulation, fees, and information quality can materially affect outcomes.

Prediction Virus 2027 provides educational information, not financial advice. Always research the rules and risks of any platform before using it.

Deep Dives

Once you understand prediction markets, explore related technologies and specialized topics that can affect how markets, payments, custody, and Web3 tools work.

Stablecoins

Understand USDC, USDT, DAI, and why stablecoins matter in crypto-native market infrastructure.

Decentralized Exchanges

Learn how DEX infrastructure works and where it differs from centralized platforms.

Crypto Security

Practical security concepts for users interacting with wallets and crypto-native platforms.

Web3 Explained

Background on the broader ecosystem behind many decentralized applications and tools.

Start with the basics.

Build your understanding before choosing a market, strategy, platform, or tool.

Start Learning →

Educational content only. Prediction markets and trading involve risk of loss. Availability and legal requirements vary by jurisdiction.